Loamly

Why AI assistants recommend you or a rival

Tags Free AI tools Enterprise AI tools Privacy AI AI marketing

What Loamly is

Loamly looks at the why behind AI recommendations. It examines how a brand or its competitors get recommended on ChatGPT, Claude, Gemini and Perplexity, and which pages and citations appear to drive the result.

It is measurement for generative search rather than classic rankings.

What you can do with it

Diagnose why a brand is recommended or skipped
Track citations behind the recommendations
Compare competitor appearance
Connect AI visibility to referral and revenue data
Adjust content and citation strategy

Who it is for

B2B marketing teams
SaaS growth teams
Content strategists
Brand teams watching AI referral traffic

What to watch out for

Model behaviour changes, so conclusions have a shelf life
Findings should be verified with keywords, referral sources and conversion
It complements rather than replaces search measurement
Attribution from AI answers is hard to prove precisely

Pros & cons

✓ What we like

Explains recommendation causes, not just counts
Covers several AI platforms
Revenue attribution angle included

! What to watch out for

Insights decay as models update
Attribution remains approximate
Needs existing brand presence to analyze

FAQ

What problem does it solve?

It explains why AI platforms recommend your brand or a competitor instead.

Is it suitable for SEO teams?

Yes, particularly teams focused on AI search and generative recommendations.

How should results be verified?

Track keywords, referral sources and conversion changes alongside the tool's output.

Last reviewed: 2026-09-16

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